Apptware - Data Scientist - Machine Learning/Deep Learning

4 weeks ago

Pune, India Apptware Solutions LLP Full time

Job Description :

We are looking for an expert in data engineering, machine learning and AWS platform to help us extract value from our data. You will extensively work in all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.

The ideal candidate will be passionate about data engineering tools and technologies along with latest developments in the AI/ML workspace.

Role and Responsibilities:

- Around 3-5 years of experience in Machine learning, Deep learning, Statistical modeling, pyspark, databricks, kafka (Streaming), NoSQL databases and relational databases.

- Expert in Python coding, SQL Queries etc.

- Must have sound knowledge of any one of the cloud platforms like AWS (sagemaker, Kinesis), GCP(Vertex AI) or MS Azure along with AI/ML services

- Must have knowledge of docker, kubernetes & Linux

- A candidate should have a better understanding of end to end ML implementations (MLOps)

- A candidate should have an understanding of Machine learning at scale

- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution

- Expertise in manipulating and analyzing big data

- Verifying data quality, and/or ensuring it via data cleaning

- Proficiency with Python libraries for machine learning such as scikit-learn and pandas

- Training models and tuning their hyperparameters

Analyzing the errors of the model and designing strategies to overcome them

Detailed understanding of different machine learning algorithms like regression,

classification and time series forecasting.

Ability to select hardware to run an ML model with the required latency.

Ability to collaborate across teams and strong interpersonal skills.

Excellent written and verbal communication skills.

Manage and technically lead a data science team. Interact cross functionally with

wide variety of teams and work closely with engineers and business partners to

identify opportunities in improving business processes.

Role : AI/ML Engineer

Industry Type : IT Services & Consulting

Functional Area : Engineering - Software

Employment Type : Full Time, Permanent

Education : M.Tech/B.E/B Tech. M.Sc, MCA in Computers.

(ref:hirist.tech)

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